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Assessing effects of economic factors on construction cost estimation using deep neural networks
16 references·10 citing·43 second hop
Assessing effects of economic factors on construction cost estimation using deep neural networks (2021)Assessing effects of economic factors on …A novel construction cost prediction model using hybrid natural and light gradient boosting (2020)A novel construction cost pre…Detecting financial restatements using data mining techniques (2017)Detecting financial restateme…Factors Affecting Schedule Delay, Cost Overrun, and Quality Level in Public Construction Projects (2015)Factors Affecting Schedule De…Cost overrun in the Malaysian construction industry projects: A deeper insight (2014)Cost overrun in the Malaysian…An exploration into cost-influencing factors on construction projects (2013)An exploration into cost-infl…Cost Overruns and Failure in Project Management: Understanding the Roles of Key Stakeholders in Construction Projects (2012)Cost Overruns and Failure in …Measuring the Impact of Rework on Construction Cost Performance (2009)Measuring the Impact of Rewor…Construction Project Cost Escalation Factors (2009)Construction Project Cost Esc…Cost escalation and schedule delays in road construction projects in Zambia (2008)Cost escalation and schedule …Predicting Construction Cost Using Multiple Regression Techniques (2006)Predicting Construction Cost …Factors affecting cost performance: evidence from Indian construction projects (2005)Factors affecting cost perfor…Critical determinants of construction tendering costs: Quantity surveyors’ standpoint (2005)Critical determinants of cons…Modelling global risk factors affecting construction cost performance (2003)Modelling global risk factors…Analysis of factors influencing project cost estimating practice (2000)Analysis of factors influenci…Factors Affecting Contractors' Risk of Cost Overburden (1998)Factors Affecting Contractors…Causes of High Costs of Construction in Nigeria (1988)Causes of High Costs of Const…Hybrid machine learning solutions for mitigating climate-induced productivity losses in sustainable construction management (2025)Hybrid machine learning solut…Artificial intelligence in risk management within the realm of construction projects: A bibliometric analysis and systematic literature review (2025)Artificial intelligence in ri…Advancement of Artificial Intelligence in Cost Estimation for Project Management Success: A Systematic Review of Machine Learning, Deep Learning, Regression, and Hybrid Models (2025)Advancement of Artificial Int…A data-driven framework for conceptual cost estimation of infrastructure projects using XGBoost and Bayesian optimization (2024)A data-driven framework for c…Using Machine Learning to Improve Cost and Duration Prediction Accuracy in Green Building Projects (2023)Using Machine Learning to Imp…Hybrid machine learning approach for construction cost estimation: an evaluation of extreme gradient boosting model (2023)Hybrid machine learning appro…Explainable machine learning for project management control (2023)Explainable machine learning …A construction cost estimation framework using DNN and validation unit (2023)A construction cost estimatio…Predictive Analytics for Early-Stage Construction Costs Estimation (2022)Predictive Analytics for Earl…Developing an Integrative Data Intelligence Model for Construction Cost Estimation (2022)Developing an Integrative Dat…The essentials of factor analysis (1970)A comparative study of causes of time overruns in Hong Kong construction projects (1997)Critical Success Factors for Different Project Objectives (1999)FACTORS AFFECTING THE PERFORMANCE OF CONSTRUCTION PROJECTS IN THE GAZA STRIP (2009)Cost and time control of construction projects: inhibiting factors and mitigating measures in practice (2010)Great planning disasters (1980)Underestimating Costs in Public Works Projects: Error or Lie? 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(1999)A neural network approach for early cost estimation of structural systems of buildings (2004)Artificial Intelligence and Parametric Construction Cost Estimate Modeling: State-of-the-Art Review (2019)Design and implementation of construction cost prediction model based on SVM and LSSVM in industries 4.0 (2021)The effect of green energy, global environmental indexes, and stock markets in predicting oil price crashes: Evidence from explainable machine learning (2021)A Stacking Heterogeneous Ensemble Learning Method for the Prediction of Building Construction Project Costs (2022)Compressing construction durations: lessons learned from Hong Kong building projects (2002)Identification of Risk Paths in International Construction Projects Using Structural Equation Modeling (2011)Critical success factors (CSFs) for sustainable affordable housing (2019)Large construction projects in developing countries: a case study from Vietnam (2004)Critical Success Factors for PPPs in Infrastructure Developments: Chinese Perspective (2010)Public private partnership projects in Singapore: Factors, critical risks and preferred risk allocation from the perspective of contractors (2012)
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References

  • 2000Analysis of factors influencing project cost estimating practice609 cited
  • 2008Cost escalation and schedule delays in road construction projects in Zambia599 cited
  • 2003Modelling global risk factors affecting construction cost performance588 cited
  • 2005Factors affecting cost performance: evidence from Indian construction projects506 cited
  • 2015Factors Affecting Schedule Delay, Cost Overrun, and Quality Level in Public Construction Projects366 cited
  • 2009Measuring the Impact of Rework on Construction Cost Performance352 cited
  • 2012Cost Overruns and Failure in Project Management: Understanding the Roles of Key Stakeholders in Construction Projects326 cited
  • 2006Predicting Construction Cost Using Multiple Regression Techniques292 cited
  • 1988Causes of High Costs of Construction in Nigeria234 cited
  • 2020A novel construction cost prediction model using hybrid natural and light gradient boosting226 cited
  • 2009Construction Project Cost Escalation Factors222 cited
  • 2014Cost overrun in the Malaysian construction industry projects: A deeper insight211 cited
  • 2013An exploration into cost-influencing factors on construction projects162 cited
  • 1998Factors Affecting Contractors' Risk of Cost Overburden150 cited

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2005
Critical determinants of construction tendering costs: Quantity surveyors’ standpoint
149 cited
  • 2017Detecting financial restatements using data mining techniques132 cited
  • Cited by

    • 2023Explainable machine learning for project management control61 cited
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    • 2023Using Machine Learning to Improve Cost and Duration Prediction Accuracy in Green Building Projects54 cited
    • 2022Developing an Integrative Data Intelligence Model for Construction Cost Estimation49 cited
    • 2022Predictive Analytics for Early-Stage Construction Costs Estimation44 cited
    • 2025Artificial intelligence in risk management within the realm of construction projects: A bibliometric analysis and systematic literature review41 cited
    • 2023Hybrid machine learning approach for construction cost estimation: an evaluation of extreme gradient boosting model39 cited
    • 2023A construction cost estimation framework using DNN and validation unit37 cited
    • 2024A data-driven framework for conceptual cost estimation of infrastructure projects using XGBoost and Bayesian optimization33 cited
    • 2025Hybrid machine learning solutions for mitigating climate-induced productivity losses in sustainable construction management33 cited